Diffusion-limited reactions in dynamic heterogeneous media
arXiv:1911.01656 · doi:10.1038/s41467-018-06610-6
Abstract
Most biochemical reactions in living cells rely on diffusive search for target molecules or regions in a heterogeneous overcrowded cytoplasmic medium. Rapid re-arrangements of the medium constantly change the effective diffusivity felt locally by a diffusing particle and thus impact the distribution of the first-passage time to a reaction event. Here, we investigate the effect of these dynamic spatio-temporal heterogeneities onto diffusion-limited reactions. We describe a general mathematical framework to translate many results for ordinary homogeneous Brownian motion to heterogeneous diffusion. In particular, we derive the probability density of the first-passage time to a reaction event and show how the dynamic disorder broadens the distribution and increases the likelihood of both short and long trajectories to reactive targets. While the disorder slows down reaction kinetics on average, its dynamic character is beneficial for a faster search and realization of an individual reaction event triggered by a single molecule.
References in corpus (28)
- Anomalous transport in the crowded world of biological cells
- Superstatistics
- Persistence and First-Passage Properties in Non-equilibrium Systems
- Brownian yet non-Gaussian diffusion: from superstatistics to subordination of diffusing diffusivities
- "Diffusing diffusivity": A model for anomalous and "anomalous yet Brownian" diffusion
- Geometry-controlled kinetics
- Anomalous diffusion and ergodicity breaking in heterogeneous diffusion processes
- Geometrical structure of Laplacian eigenfunctions
- From time series to superstatistics
- Weak ergodicity breaking of receptor motion in living cells stemming from random diffusivity
- Enhanced reaction kinetics in biological cells
- Random diffusivity from stochastic equations: comparison of two models for Brownian yet non-Gaussian diffusion
- The role of microtubule movement in bidirectional organelle transport
- Anomalous, non-Gaussian tracer diffusion in heterogeneously crowded environments
- First passage time distribution in heterogeneity controlled kinetics: going beyond the mean first passage time
- Non-universal tracer diffusion in crowded media of non-inert obstacles
- The Plasma Membrane is Compartmentalized by a Self-Similar Cortical Actin Meshwork
- A model of non-Gaussian diffusion in heterogeneous media
- Diffusive escape through a narrow opening: new insights into a classic problem
- Universal formula for the mean first passage time in planar domains
- Towards a full quantitative description of single-molecule reaction kinetics in biological cells
- Tracer diffusion in a sea of polymers with binding zones: mobile vs frozen traps
- The subdiffusive target problem: Survival probability
- First-passage and escape problems in the Feller process
- Heterogeneous continuous time random walks
- Diffusion in periodic, correlated random forcing landscapes
- Sample-dependent first-passage time distribution in a disordered medium
- First passage time for superstatistical Fokker-Planck models
Cited by in corpus (67)
- Search with home returns provides advantage under high uncertainty
- Paradigm shift in diffusion-mediated surface phenomena
- Packets of Diffusing Particles Exhibit Universal Exponential Tails
- First-passage and first-hitting times of Levy flights and Levy walks
- Full distribution of first exit times in the narrow escape problem
- Spectral theory of imperfect diffusion-controlled reactions on heterogeneous catalytic surfaces
- The Hitchhiker model for Laplace diffusion processes in the cell environment
- Brownian motion and beyond: first-passage, power spectrum, non-Gaussianity, and anomalous diffusion
- Heterogeneities Shape Passive Intracellular Transport
- Time-averaged MSD for switching diffusion
- Universal spectral features of different classes of random diffusivity processes
- On relation between generalized diffusion equations and subordination schemes
- Colossal Brownian yet non-Gaussian diffusion induced by nonequilibrium noise
- Manifestations of Projection-Induced Memory: General Theory and the Tilted Single File
- Length scales in Brownian yet non-Gaussian dynamics
- A unifying approach to first-passage time distributions in diffusing diffusivity and switching diffusion models
- Random coefficient autoregressive processes describe Brownian yet non-Gaussian diffusion in heterogeneous systems
- Non-Gaussian diffusion of mixed origins
- Preface: New trends in first-passage methods and applications in the life sciences and engineering
- Codifference can detect ergodicity breaking and non-Gaussianity
- Asymptotic behavior of the solution of the space dependent variable order fractional diffusion equation: ultra-slow anomalous aggregation
- Non-Gaussian diffusion near surfaces
- Non-Gaussian displacements in active transport on a carpet of motile cells
- Joint distribution of multiple boundary local times and related first-passage time problems with multiple targets
- A probabilistic framework for particle-based reaction-diffusion dynamics using classical Fock space representations
- Depletion of Resources by a Population of Diffusing Species
- First-encounter time of two diffusing particles in confinement
- Search efficiency in the Adam-Delbrück reduction-of-dimensionality scenario versus direct diffusive search
- Mean first-passage time to a small absorbing target in an elongated planar domain
- Statistics of diffusive encounters with a small target: Three complementary approaches
- First-passage times to anisotropic partially reactive targets
- First-passage times of multiple diffusing particles with reversible target-binding kinetics
- Being Heterogeneous Is Advantageous: Extreme Brownian Non-Gaussian Searches
- Tracer Diffusion on a Crowded Random Manhattan Lattice
- Heterogeneous biological membranes regulate protein partitioning via fluctuating diffusivity
- Distribution of first-reaction times with target regions on boundaries of shell-like domains
- Exact first-passage time distributions for three random diffusivity models
- Encounter-based approach to diffusion with resetting
- Fractional Brownian motion with fluctuating diffusivities
- Reversible Target-Binding Kinetics of Multiple Impatient Particles
- Statistical physics of inhomogeneous transport: Unification of diffusion laws and inference from first-passage statistics
- Motion of an active particle with dynamical disorder
- An encounter-based approach to the escape problem
- Multifractional Brownian motion with telegraphic, stochastically varying exponent
- Reversible reactions controlled by surface diffusion on a sphere
- Being heterogeneous is disadvantageous: Brownian non-Gaussian searches
- Temperature and friction fluctuations inside a harmonic potential
- Machine Learning Analysis of Anomalous Diffusion
- Population heterogeneity in the fractional master equation, ensemble self-reinforcement and strong memory effects
- Objective comparison of methods to decode anomalous diffusion
- Anomalous statistics in the Langevin equation with fluctuating diffusivity: from Brownian yet non-Gaussian diffusion to anomalous diffusion and ergodicity breaking
- First-encounter time of two diffusing particles in two- and three-dimensional confinement
- Colossal Brownian yet non-Gaussian diffusion in a periodic potential: impact of nonequilibrium noise amplitude statistics
- Exact calculation of the mean first-passage time of continuous-time random walks by nonhomogeneous Wiener-Hopf integral equations
- Loss of Percolation Transition in the Presence of Simple Tracer-Media Interactions
- A molecular relay race: sequential first-passage events to the terminal reaction centre in a cascade of diffusion controlled processes
- Target finding in fibrous biological environments
- Dynamically emergent correlations in a Brownian gas with diffusing diffusivity
- Entropy of Sharp Restart
- Survival in a nanoforest of absorbing pillars
- Efficient recurrent neural network methods for anomalously diffusing single particle short and noisy trajectories
- First passage time for superstatistical Fokker-Planck models
- Enhancing search efficiency through diffusive echo
- Universal Linear Response of First-Passage Kinetics: A Framework for Prediction and Inference
- First passage time properties of diffusion with a broad class of stochastic diffusion coefficients
- Encounter-based approach to target search problems: a review
- Mean first-passage time to a small absorbing target in three-dimensional elongated domains